How do you keep your remote sensing skills updated and relevant in a fast-changing field?
Remote sensing is a dynamic and evolving field that uses various sensors and platforms to collect and analyze data about the Earth and its environment. Whether you are a beginner or a seasoned professional, you need to keep your remote sensing skills updated and relevant to stay ahead of the curve and adapt to new challenges and opportunities. In this article, we will share some tips and resources on how to learn and improve your remote sensing skills in a fast-changing field.
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Abhishek TripathiSenior Software Engineer at MathWorks India Pvt. Ltd.
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Benedict Kofi Amofah|| Geomatic Engineering || GIS || Geospatial Technology || Remote Sensing || Geography ||
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Kévin Ella-Ekabane 🇬🇦 🇲🇦Specialist in Space Science and Technology | RS🛰 & GIS🗺️ Analyst | Trainer and climate change expert
One of the first steps to keep your remote sensing skills updated and relevant is to follow the latest trends and developments in the field. You can do this by reading journals, blogs, newsletters, podcasts, and social media accounts that cover remote sensing topics and applications. You can also attend webinars, workshops, conferences, and online courses that offer insights and updates from experts and practitioners. By following the trends, you can learn about new sensors, methods, tools, and best practices that can enhance your remote sensing skills and knowledge.
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Kévin Ella-Ekabane 🇬🇦 🇲🇦
Specialist in Space Science and Technology | RS🛰 & GIS🗺️ Analyst | Trainer and climate change expert
Pour suivre les tendances en télédétection : - je suis abonné à un journal scientifique qui m'envoie les derniers articles sur la télédétection. - je participe à des webinaies et à des ateliers à distance avec l'UNOOSA (branche de l'ONU en charge des affaires spatiales). - je suis abonné à des Newsletters au sujet de la télédétection
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Ofir Mazor
Geospatial Data Analyst
Staying informed on the cutting edge of remote sensing is crucial for me. By reading academic papers that interest me, particularly those in MDPI's dedicated "Remote Sensing" journal, often sparks new ideas and reveals innovative technologies and methodologies. Furthermore, connecting and brainstorming with professional and sharing challenges leads to collaborative breakthroughs and new ideas. Engaging with proffesional communities ang social media groups not only exposes me to diverse perspectives but also fosters collaborative opportunities to tackle complex remote sensing problems. Finally, I find it valueable testing new technologies on existing projects.
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Anand Vikram Pethia
Data Science Enthusiast | Mil Vet| Enabler| AI and Robotics Industry| IIM A
Another way is to look for small projects or create ones ourselves and post the results of these projects online and invite reviews. I have noted that many experienced experts revert with more efficient ways to address the same project or similar ones. Regards
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Jayden Perry CA
Head of Commercial 🌏 Imagery : LiDAR : Insights
Keeping up with the latest industry trends in remote sensing is essential for professionals to stay informed about emerging technologies and methodologies. This continuous learning approach ensures that remote sensing skills remain relevant and adaptable in a rapidly changing field.For instance, staying updated on the latest trends in hyperspectral imaging or machine learning applications in remote sensing can equip professionals with valuable skills. This knowledge may lead to the integration of advanced techniques for more accurate land cover classification, enhancing the practical utility of remote sensing technologies in environmental monitoring or agricultural assessments.
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Shahriyar Aliyev
Geophysicist and Geologist
To maintain updated and relevant remote sensing skills, start by staying informed about the latest trends and advancements in the field. This involves actively engaging with various sources such as journals, blogs, newsletters, podcasts, and social media accounts dedicated to remote sensing topics. Additionally, attending webinars, workshops, conferences, and online courses led by experts and practitioners provides valuable insights and updates. By staying abreast of emerging sensors, methods, tools, and best practices, individuals can continually enhance their remote sensing skills and knowledge, ensuring proficiency in this dynamic field.
Another way to keep your remote sensing skills updated and relevant is to practice with real-world data and scenarios. You can find and download various datasets from open sources, such as NASA, USGS, ESA, and Copernicus, or use cloud-based platforms, such as Google Earth Engine, AWS, and Azure, that provide access to large-scale data and processing capabilities. You can also use online platforms, such as Kaggle, Zooniverse, and Geo-Wiki, that host competitions and projects that involve remote sensing data and challenges. By practicing with data, you can apply your remote sensing skills to different domains, such as land use, disaster management, climate change, and biodiversity.
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Vítor Alves
Geographer | Geospatial Specialist | Remote Sensing | GIS | GeoPython | GeoAI
1. Siga newsletters, hashtags, páginas de empresas e pessoas que falem das novidades do setor. 2. Estude sobre as tendências de mercado e o que será mais demandado nos próximos anos. 3. Devido à vastidão de aplicações do sensoriamento remoto, defina uma linha de atuação para buscar conhecimentos. 4. Estude e treine, mas sem esquecer que novas áreas demandam um aprofundamento teórico, além do técnico, para que você não se torne um apertador de botões.
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Jayden Perry CA
Head of Commercial 🌏 Imagery : LiDAR : Insights
Practicing with data is instrumental in keeping remote sensing skills updated and relevant in a fast-changing field. Hands-on experience with diverse datasets helps professionals adapt to evolving technologies, refine their analysis techniques, and understand the practical applications of new tools. For example, regularly working with high-resolution satellite imagery and applying state-of-the-art image processing algorithms can enhance a remote sensing specialist's ability to extract meaningful information, contributing to advancements in fields such as urban planning or disaster response.
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Shahriyar Aliyev
Geophysicist and Geologist
Another way to keep your remote sensing skills updated and relevant is to contribute to the community while practicing with real-world data and scenarios. Engage in forums, discussion groups, and collaborative projects to share knowledge and learn from others. Consider publishing research papers or technical articles to disseminate insights and findings. Additionally, mentor aspiring remote sensing enthusiasts or volunteer for initiatives aimed at leveraging remote sensing for social good. By actively contributing to the remote sensing community, you not only enhance your expertise but also foster a culture of collaboration and innovation in the field.
A third way to keep your remote sensing skills updated and relevant is to learn new tools and software that can help you process, analyze, and visualize remote sensing data. You can choose from a variety of tools and software, depending on your preferences, needs, and objectives. Some of the most popular and widely used tools and software for remote sensing include QGIS, ArcGIS, ENVI, ERDAS, SNAP, R, Python, MATLAB, and GDAL. You can learn new tools and software by taking online courses, watching tutorials, reading documentation, or joining forums and communities that offer support and guidance.
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Abhishek Tripathi
Senior Software Engineer at MathWorks India Pvt. Ltd.
MathWorks has furnished a comprehensive hyperspectral imaging library replete with an array of functions and tools tailored for hyperspectral image processing and visualization. Within this library, you can seamlessly employ these functions to engage in tasks such as reading, writing, and manipulating hyperspectral data acquired through hyperspectral imaging sensors, accommodating various file formats. The library is equipped with a rich suite of algorithms designed to cater to diverse needs in hyperspectral analysis. For a user-friendly experience, MathWorks has also introduced the Hyperspectral Viewer app.
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Jayden Perry CA
Head of Commercial 🌏 Imagery : LiDAR : Insights
Learning new tools is crucial for keeping remote sensing skills current in a fast-changing field. As technology advances, staying informed about and proficient in the latest software and hardware ensures that professionals can effectively process, analyze, and interpret remote sensing data. For instance, acquiring proficiency in using advanced Geographic Information System (GIS) platforms like ArcGIS Pro or open-source tools like QGIS can significantly enhance a remote sensing specialist's ability to handle complex spatial data, facilitating applications in land use planning or environmental monitoring.
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Shahriyar Aliyev
Geophysicist and Geologist
A third avenue to enhance your remote sensing skills is by actively contributing to the remote sensing community while learning new tools and software. Share your knowledge and experiences with others in forums, discussion groups, and collaborative projects. Consider creating tutorials or documentation to help fellow practitioners navigate these tools and software more effectively. Additionally, participate in open-source projects or volunteer initiatives aimed at advancing remote sensing techniques and applications. By contributing to the community, you not only reinforce your own understanding but also foster a culture of collaboration and knowledge-sharing within the remote sensing community.
A fourth way to keep your remote sensing skills updated and relevant is to collaborate with others who share your interest and passion for remote sensing. You can do this by joining networks, associations, groups, and clubs that focus on remote sensing topics and activities. You can also participate in hackathons, meetups, events, and initiatives that bring together remote sensing enthusiasts and experts from different backgrounds and disciplines. By collaborating with others, you can exchange ideas, feedback, tips, and resources that can help you improve your remote sensing skills and expand your network.
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Shahriyar Aliyev
Geophysicist and Geologist
A fourth strategy to enhance your remote sensing skills is by actively contributing to collaborative efforts within the remote sensing community. Engage with networks, associations, groups, and clubs dedicated to remote sensing topics and activities. Participate in hackathons, meetups, events, and initiatives that unite remote sensing enthusiasts and experts from diverse backgrounds. Contribute to group projects, share insights and resources, and offer support to fellow practitioners. By collaborating with others, you not only deepen your understanding of remote sensing but also foster meaningful connections and enrich the collective knowledge of the community.
A fifth way to keep your remote sensing skills updated and relevant is to seek feedback from your peers, mentors, supervisors, clients, or users. You can do this by asking for constructive criticism, suggestions, recommendations, or testimonials on your remote sensing projects, products, or services. You can also use online platforms, such as GitHub, Stack Overflow, Reddit, and LinkedIn, that allow you to showcase your remote sensing work and receive feedback from other users and experts. By seeking feedback, you can identify your strengths and weaknesses, learn from your mistakes, and improve your remote sensing skills and performance.
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Benedict Kofi Amofah
|| Geomatic Engineering || GIS || Geospatial Technology || Remote Sensing || Geography ||
The best way to learn and improve on one's skill set is to engage experts in your work. Seeking for feedback helps create an environment for learning to the individual. This can be done in different ways such as writing blogs, sharing articles and on a personal level by sending works to experts for feedback. LinkedIn has created an atmosphere where works from individuals are given the needful attention through the comments. People share their views and suggestions as comments. They really help the individual and guide them on the needful paths.
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Shahriyar Aliyev
Geophysicist and Geologist
A fifth avenue to enhance your remote sensing skills is by actively seeking feedback from peers, mentors, supervisors, clients, and users. Request constructive criticism, suggestions, recommendations, or testimonials on your remote sensing projects, products, or services. Utilize online platforms like GitHub, Stack Overflow, Reddit, and LinkedIn to showcase your work and engage with other users and experts, fostering discussion and feedback. By actively seeking feedback, you can identify areas for improvement, capitalize on your strengths, and refine your remote sensing skills and performance. Additionally, leveraging feedback facilitates continuous learning and growth within the remote sensing field.
A sixth way to keep your remote sensing skills updated and relevant is to be curious and willing to learn new things. You can do this by exploring new topics, domains, applications, and challenges that involve remote sensing. You can also experiment with new sensors, methods, tools, and techniques that can help you solve problems or create solutions using remote sensing. You can also challenge yourself by setting goals, taking risks, or pursuing opportunities that require you to use or develop your remote sensing skills. By being curious, you can keep your remote sensing skills updated and relevant in a fast-changing field.
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Benedict Kofi Amofah
|| Geomatic Engineering || GIS || Geospatial Technology || Remote Sensing || Geography ||
This is the Ultimate! There's no better time to wait and start by trying right away. Experts attain such level because the want to know more and learn more. Inquisitive is a key part of the journey and comes with so many benefits. You learn, unlearn and relearn throughout the journey because you're curious. Personally I learn a lot through being inquisitive. It is not an easy way to choose but worth it! You do not rust in the game but always polish your ideas and embrace new methods.
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Jason San Souci ∞
🎓Drone Tech Educator | Neurodiversity Advocate 🧠
This tip is HIGHLY underrated!! Remote sensing spills out into EVERY industry. I find that researching how remote sensing as a tool is being used in disparate industries to be a great way to keep my skills fresh. Fit for purpose sensors are constantly being deployed and connecting them to workflows in other industries is a fun mental challenge.
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Matheus Campos
Analista de Agronegócio | Geoprocessamento | Big Data Analytics
Na minha visão, uma das melhores maneiras de aperfeiçoar e manter suas habilidades em sensoriamento remoto é através da curiosidade e da busca constante por conhecimento. O sensoriamento remoto pode ser aplicado de diversas formas a um mesmo produto. Explorar novas maneiras de aplicação, encontrar diferentes soluções e até mesmo combinar essas soluções para resolver um determinado problema sempre ajudará a maximizar seu conhecimento. Além disso, é essencial buscar pesquisas e artigos recentes para estar sempre atualizado com novos processos e formas inovadoras de utilizar o sensoriamento remoto. A curiosidade e o aprendizado contínuo são fundamentais para o desenvolvimento nesta área.
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